{"id":"W4408089630","doi":"10.1002/brb3.70387","title":"Cognitive Function Deficits Associated With Type 2 Diabetes and Retinopathy: Volumetric Brain MR Imaging Study","year":2025,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Type 2 diabetes; Medicine; Diabetic retinopathy; Retinopathy; Neuroimaging; Cognition; Brain function; Brain size; Diabetes mellitus; Neuroscience; Magnetic resonance imaging; Psychology; Radiology; Endocrinology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004438939,0.0005033886,0.0003167789,0.001105385,0.0004830672,0.0006218594,0.0003378375,0.0004841217,0.001480222],"category_scores_gemma":[0.001025984,0.0002196763,0.0003371442,0.0008296252,0.0002677043,0.0003961152,0.0004574127,0.0004878794,0.0001779807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002968877,"about_ca_system_score_gemma":0.0002514441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002733638,"about_ca_topic_score_gemma":0.003214509,"domain_scores_codex":[0.9997945,0.00003036733,0.00002731373,0.00005835198,0.00005413139,0.00003533338],"domain_scores_gemma":[0.9994906,0.00006247104,0.0002564815,0.00003778069,0.0000579439,0.00009469439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007188976,0.0004690815,0.9906928,0.00003713217,0.0002157626,0.00107356,0.0002210326,0.00009866807,0.001507282,0.00004692929,0.0001001415,0.004818657],"study_design_scores_gemma":[0.00001389001,0.0002797398,0.9972265,0.000008618837,0.00005881891,0.001776151,0.0001548143,0.0001414611,0.0001735995,0.00005070806,0.0001101082,0.000005628069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998951,0.000211396,0.00007886796,0.00002004679,0.000002926002,0.00001361219,0.0001077453,0.00000334283,0.0006109953],"genre_scores_gemma":[0.9994065,0.00007790305,0.0001511944,0.00002176712,0.00001002638,0.000009353372,0.0001355251,0.000001099662,0.0001866702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002733638,"threshold_uncertainty_score":0.005435467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221129464209304,"score_gpt":0.2842442584235803,"score_spread":0.2720329637814872,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}